{"id":"W2521367330","doi":"10.1007/s00203-016-1290-9","title":"Bioprospecting from cultivable bacterial communities of marine sediment and invertebrates from the underexplored Ubatuba region of Brazil","year":2016,"lang":"en","type":"article","venue":"Archives of Microbiology","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Prince Edward Island","funders":"University of Prince Edward Island; Atlantic Canada Opportunities Agency; Canada Research Chairs; Fundação de Amparo à Pesquisa do Estado de São Paulo; Canada Foundation for Innovation; Natural Sciences and Engineering Research Council of Canada; Fondation Jean-Louis Lévesque","keywords":"Biology; Firmicutes; Shrimp; Actinobacteria; Proteobacteria; Invertebrate; Bioprospecting; Marine invertebrates; 16S ribosomal RNA; Microbiology; Ecology; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000386424,0.00007827979,0.0001466805,0.00002010741,0.00003052231,0.000002365833,0.000124943,0.00005459244,0.00003553239],"category_scores_gemma":[0.00002830246,0.0000486749,0.00003576526,0.00001784373,0.0004173397,0.000005421105,0.0002095321,0.00003164643,4.302903e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000188604,"about_ca_system_score_gemma":0.0000139891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005234525,"about_ca_topic_score_gemma":0.000197194,"domain_scores_codex":[0.9994845,0.00009345503,0.0002034479,0.0001274423,0.00001535485,0.00007583801],"domain_scores_gemma":[0.9994577,0.00009229243,0.0001915179,0.0002193268,0.00002653783,0.00001267058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002248384,0.00003431405,0.0263921,0.000009144706,0.00008055181,5.973807e-8,0.0005052097,3.170978e-7,0.9701464,0.0001679207,0.0001077475,0.002331412],"study_design_scores_gemma":[0.0006166775,0.0001560773,0.0190045,0.00004469031,0.00001322512,0.000003286362,0.0004041233,0.000002899647,0.9770442,0.001556055,0.001096868,0.0000574126],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985911,0.000202265,0.0002798691,0.000527916,0.00009992309,0.000076534,0.0001693299,0.000003390455,0.00004966429],"genre_scores_gemma":[0.9975296,0.0009663843,0.000531887,0.0000685462,0.00009395942,0.000002309165,0.0007150804,0.000007181638,0.00008500574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007387608,"threshold_uncertainty_score":0.1984905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138762937553682,"score_gpt":0.209324098818519,"score_spread":0.1979364694429822,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}